Robust Nonparametric Statistical Methods: 119 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Hardcover

Buch 34 von 110: ISSN

McKean, Joseph W.; Hettmansperger, Thomas P.

 
9781439809082: Robust Nonparametric Statistical Methods: 119 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Inhaltsangabe

Presenting an extensive set of tools and methods for data analysis, this second edition includes more models and methods and significantly extends the possible analyses based on ranks. It contains a new section on rank procedures for nonlinear models, a new chapter on models with dependent error structure, and new material on the development of computationally efficient affine invariant/equivariant sign methods based on transform-retransform techniques in multivariate models. The authors illustrate the methods using many real-world examples and R. Information about the data sets and R packages can be found at www.crcpress.com

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Über die Autorin bzw. den Autor

Thomas P. Hettmansperger is a professor emeritus of statistics at Penn State University. Dr. Hettmansperger is a fellow of the American Statistical Association and Institute of Mathematical Statistics and an elected member of the International Statistical Institute. His research interests span nonparametric statistics, robust methods, and mixture models.

Joseph W. McKean is a professor of statistics at Western Michigan University. His research interests include robust nonparametric procedures for linear, nonlinear, and mixed models and times series designs. A fellow of the American Statistical Association, Dr. McKean has developed highly efficient and high breakdown procedures.

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Weitere beliebte Ausgaben desselben Titels

9780340549377: Robust Nonparametric Statistical Methods (Kendall's Library of Statistics: An Arnold Publication No. 5)

Vorgestellte Ausgabe

ISBN 10:  0340549378 ISBN 13:  9780340549377
Verlag: Hodder Arnold, 1998
Hardcover